Detection and characterization of targets in complex media using fingerprint matrices

IF 18.4 1区 物理与天体物理 Q1 PHYSICS, MULTIDISCIPLINARY
Arthur Le Ber, Antton Goïcoechea, Lukas M. Rachbauer, William Lambert, Xiaoping Jia, Mathias Fink, Arnaud Tourin, Stefan Rotter, Alexandre Aubry
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引用次数: 0

Abstract

When waves propagate through a complex medium, they undergo several scattering events. This phenomenon is detrimental to imaging, as it causes full blurring of the image. Here we describe a method for detecting, localizing and characterizing any scattering target embedded in a complex medium. We introduce a fingerprint operator that contains the specific signature of the target with respect to its environment. When applied to the recorded reflection matrix, it provides a likelihood index of the target state. This state can be the position of the target for localization purposes, its shape for characterization or any other parameter that influences its response. We demonstrate the versatility of our method by performing proof-of-concept ultrasound experiments on elastic spheres buried inside a strongly scattering granular suspension and on lesion markers, which are commonly used to monitor breast tumours, embedded in a foam mimicking soft tissue. Furthermore, we show how the fingerprint operator can be leveraged to characterize the complex medium itself by mapping the fibre architecture within muscle tissue. Our method is broadly applicable to different types of waves beyond ultrasound for which multi-element technology allows a reflection matrix to be measured. Imaging through complex media is challenging because scattering results in image blurring. By introducing a fingerprint operator and applying it to the measured reflection matrix, information on a target within a complex medium becomes accessible.

Abstract Image

利用指纹矩阵检测和表征复杂介质中的目标
当波在复杂介质中传播时,会经历多次散射。这种现象对成像是有害的,因为它会导致图像完全模糊。本文描述了一种检测、定位和表征嵌入在复杂介质中的任何散射目标的方法。我们引入一个指纹操作符,它包含目标相对于其环境的特定签名。当应用于记录的反射矩阵时,它提供了目标状态的似然指数。这种状态可以是用于定位目的的目标的位置,用于表征的目标的形状或影响其响应的任何其他参数。我们通过对埋在强散射颗粒悬浮液中的弹性球体和嵌入在模拟软组织的泡沫中通常用于监测乳腺肿瘤的病变标记物进行概念验证超声实验,证明了我们方法的多功能性。此外,我们展示了指纹操作员如何通过映射肌肉组织内的纤维结构来表征复杂介质本身。我们的方法广泛适用于超声波以外的不同类型的波,其中多元素技术允许测量反射矩阵。通过复杂介质成像具有挑战性,因为散射会导致图像模糊。通过引入指纹算子并将其应用于测量的反射矩阵,可以获得复杂介质中目标的信息。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Nature Physics
Nature Physics 物理-物理:综合
CiteScore
30.40
自引率
2.00%
发文量
349
审稿时长
4-8 weeks
期刊介绍: Nature Physics is dedicated to publishing top-tier original research in physics with a fair and rigorous review process. It provides high visibility and access to a broad readership, maintaining high standards in copy editing and production, ensuring rapid publication, and maintaining independence from academic societies and other vested interests. The journal presents two main research paper formats: Letters and Articles. Alongside primary research, Nature Physics serves as a central source for valuable information within the physics community through Review Articles, News & Views, Research Highlights covering crucial developments across the physics literature, Commentaries, Book Reviews, and Correspondence.
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